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Pre-Deployment Risk Factors for PTSD in Afghanistan Veterans: A Machine Learning Approach for Analyzing Multivariate Predictors [Meeting Abstract]

Schultebraucks, Katharina; Qian, Meng; Abu-Amara, Duna; Dean, Kelsey; Laska, Eugene; Siegel, Carole; Gautam, Aarti; Guffanti, Guia; Hammamieh, Rasha; Blessing, Esther; Etkin, Amit; Ressler, Kerry; Doyle, Francis J., III; Jett, Marti; Marmar, Charles
ISI:000472661000741
ISSN: 0006-3223
CID: 3974022

Extended-release vs. oral naltrexone for alcohol dependence treatment in primary care [Meeting Abstract]

Malone, M; Vittitow, A; McDonald, R D; Tofighi, B; Garment, A; Schatz, D; Laska, E; Goldfeld, K; Rotrosen, J; Lee, J D
Aim: Naltrexone is first-line pharmacotherapy for alcohol use disorders (AUD). Oral naltrexone (ONTX) is under-prescribed in primary care and possibly limited by poor adherence. Monthly injectable extended-release naltrexone (XR-NTX) may improve rates of medication adherence, retention, good clinical outcomes (Aim 1), and cost savings (Aim 2). Methods: This is an on-going randomized, open-label, comparative effectiveness trial of 24 weeks of XR-NTX vs. O-NTX as AUD treatment in primary care at a public hospital in New York City. Adults (>18 yo) with a DSM-V diagnosis of AUD randomized to XR-NTX (380 mg/month) vs. O-NTX (50-100 mg/day).Medical Management visits occur biweekly (weeks 1-8), then monthly.Major research assessments occur at baseline, weeks 13, 25, 48. The primary outcome is a Good Clinical Outcome (GCO) across weeks 5-24: abstinence or moderate drinking and 0-2 days of heavy drinking per month. This preliminary, descriptive analysis presentsWeek 0-5 results among all participants. Results: N = 237 participants were randomized from 6/14-9/17: mean age 48.5 (SD = 10.6); 71% male; 54% AA, 21%Hispanic; 41% employed, 81%reported other lifetime substance use. Mean AUDIT scores (instrument range 0-40) at baseline: 24.2 (SD = 8.0); mean OCDS (range 0-40) scores 17.1 (SD = 8.1); mean drinks/day 9.6 (SD = 11.6) with 29%abstinent vs. 61% heavy drinking days. Medication induction was robust, 115 of 117 (98.2%) initiating XR-NTX and 120 (100%) filled or received an initial O-NTX prescription. The GCO was reported by 41%XR-NTX and 47%ONTX atWeek 5. DuringWeek 1-5, mean drinks/day were 3.1 (SD = 6.1), 63% abstinent/22%heavy drinking days for XR-NTX; 2.4 (SD = 4.03), 61%abstinent/22%heavy drinking days for O-NTX. 62%received XR-NTX injection #2 and 67%received O-NTXmonthly refill #2. Adherence self-report for O-NTX at Week 5 indicated moderate average daily adherence,MMAS-8 mean (range <6 low, 6 to <8 moderate, =8 high) score 6.13 (SD = 3.02). Conclusion: This on-going XR vs. oral naltrexone alcohol primary care treatment trial recruited a primarily male, unemployed, ethnic minority adult population. Initial acceptance of both XR and ONTX was high. Primary outcomes will focus on drinking reductions and cost and value comparisons during weeks 5-24
EMBASE:622675985
ISSN: 1530-0277
CID: 3193762

The nonlinear relationship between cerebrospinal fluid Aβ42 and tau in preclinical Alzheimer's disease

de Leon, Mony J; Pirraglia, Elizabeth; Osorio, Ricardo S; Glodzik, Lidia; Saint-Louis, Les; Kim, Hee-Jin; Fortea, Juan; Fossati, Silvia; Laska, Eugene; Siegel, Carole; Butler, Tracy; Li, Yi; Rusinek, Henry; Zetterberg, Henrik; Blennow, Kaj
Cerebrospinal fluid (CSF) studies consistently show that CSF levels of amyloid-beta 1-42 (Aβ42) are reduced and tau levels increased prior to the onset of cognitive decline related to Alzheimer's disease (AD). However, the preclinical prediction accuracy for low CSF Aβ42 levels, a surrogate for brain Aβ42 deposits, is not high. Moreover, the pathology data suggests a course initiated by tauopathy contradicting the contemporary clinical view of an Aβ initiated cascade. CSF Aβ42 and tau data from 3 normal aging cohorts (45-90 years) were combined to test both cross-sectional (n = 766) and longitudinal (n = 651) hypotheses: 1) that the relationship between CSF levels of Aβ42 and tau are not linear over the adult life-span; and 2) that non-linear models improve the prediction of cognitive decline. Supporting the hypotheses, the results showed that a u-shaped quadratic fit (Aβ2) best describes the relationship for CSF Aβ42 with CSF tau levels. Furthermore we found that the relationship between Aβ42 and tau changes with age-between 45 and 70 years there is a positive linear association, whereas between 71 and 90 years there is a negative linear association between Aβ42 and tau. The quadratic effect appears to be unique to Aβ42, as Aβ38 and Aβ40 showed only positive linear relationships with age and CSF tau. Importantly, we observed the prediction of cognitive decline was improved by considering both high and low levels of Aβ42. Overall, these data suggest an earlier preclinical stage than currently appreciated, marked by CSF elevations in tau and accompanied by either elevations or reductions in Aβ42. Future studies are needed to examine potential mechanisms such as failing CSF clearance as a common factor elevating CSF Aβxx analyte levels prior to Aβ42 deposition in brain.
PMCID:5802432
PMID: 29415068
ISSN: 1932-6203
CID: 2947732

Application of data pooling to longitudinal studies of early post-traumatic stress disorder (PTSD): the International Consortium to Predict PTSD (ICPP) project

Qi, Wei; Ratanatharathorn, Andrew; Gevonden, Martin; Bryant, Richard; Delahanty, Douglas; Matsuoka, Yutaka; Olff, Miranda; deRoon-Cassini, Terri; Schnyder, Ulrich; Seedat, Soraya; Laska, Eugene; Kessler, Ronald C; Koenen, Karestan; Shalev, Arieh
Background: Understanding the development of post-traumatic stress disorder (PTSD) is a precondition for efficient risk assessment and prevention planning. Studies to date have been site and sample specific. Towards developing generalizable models of PTSD development and prediction, the International Consortium to Predict PTSD (ICPP) compiled data from 13 longitudinal, acute-care based PTSD studies performed in six different countries. Objective: The objectives of this study were to describe the ICPP's approach to data pooling and harmonization, and present cross-study descriptive results informing the longitudinal course of PTSD after acute trauma. Methods: Item-level data from 13 longitudinal studies of adult civilian trauma survivors were collected. Constructs (e.g. PTSD, depression), measures (questions or scales), and time variables (days from trauma) were identified and harmonized, and those with inconsistent coding (e.g. education, lifetime trauma exposure) were recoded. Administered in 11 studies, the Clinician Administered PTSD Scale (CAPS) emerged as the main measure of PTSD diagnosis and severity. Results: The pooled data set included 6254 subjects (39.9% female). Studies' average retention rate was 87.0% (range 49.1-93.5%). Participants' baseline assessments took place within 2 months of trauma exposure. Follow-up durations ranged from 188 to 1110 days. Reflecting studies' inclusion criteria, the prevalence of baseline PTSD differed significantly between studies (range 3.1-61.6%), and similar differences were observed in subsequent assessments (4.3-38.2% and 3.8-27.0% for second and third assessments, respectively). Conclusion: Pooling data from independently collected studies requires careful curation of individual data sets for extracting and optimizing informative commonalities. However, it is an important step towards developing robust and generalizable prediction models for PTSD and can exceed findings of single studies. The large differences in prevalence of PTSD longitudinally cautions against using any individual study to infer trauma outcome. The multiplicity of instruments used in individual studies emphasizes the need for common data elements in future studies.
PMCID:6008580
PMID: 29938009
ISSN: 2000-8066
CID: 3161842

Making the cut: Depression screening in urban general hospital clinics for culturally diverse Latino populations

Gutnick, Damara; Siegel, Carole; Laska, Eugene; Wanderling, Joseph; Wagner, Ellen Cogen; Haugland, Gary; Conlon, Mary K
OBJECTIVES: We examined whether the cut-point 10 for the Patient Health Questionnaire-9 (PHQ9) depression screen used in primary care populations is equally valid for Mexicans (M), Ecuadorians (E), Puerto Ricans (PR) and non-Hispanic whites (W) from inner-city hospital-based primary care clinics; and whether stressful life events elevate scores and the probability of major depressive disorder (MDD). METHODS: Over 18-months, a sample of persons from hospital clinics with a positive initial PHQ2 and a subsequent PHQ9 were administered a stressful life event questionnaire and a Structured Clinical Interview to establish an MDD diagnosis, with oversampling of those between 8 and 12: (n=261: 75 E, 71 M, 51 PR, 64 W). For analysis, the sample was weighted using chart review (n=368) to represent a typical clinic population. Receiver Operating Characteristics analysis selected cut-points maximizing sensitivity (Sn) plus specificity (Sp). RESULTS: The optimal cut-point for all groups was 13 with the corresponding Sn and Sp estimates for E=(Sn 73%, Sp 71%), M=(76%, 81%), PR=(81%, 63%) and W=(80%, 74%). Stressful life events impacted screen scores and MDD diagnosis. CONCLUSIONS: Elevating the PHQ9 cut-point for inner-city Latinos as well as whites is suggested to avoid high false positive rates leading to improper treatment with clinical and economic consequences.
PMID: 28274345
ISSN: 1873-7714
CID: 2476292

Robust Prediction of PTSD Likelihood From Early Symptoms Results From the International Consortium to Predict PTSD (ICPP) Pooled Data Analysis [Meeting Abstract]

Shalev, Arieh; Ratanatharathorn, Andrew; Qi, Wei; Gevonden, Martin; Kessler, Ron; Koenen, Karestan; Laska, Eugene
ISI:000416846301021
ISSN: 0893-133x
CID: 4765562

Corrigendum to "Extended-release naltrexone opioid treatment at jail reentry (XOR)" [Contemp. Clin. Trials 49 (2016) 57-64] [Correction]

McDonald, Ryan D; Tofighi, Babak; Laska, Eugene; Goldfeld, Keith; Bonilla, Wanda; Flannery, Mara; Santana-Correa, Nadina; Johnson, Christopher W; Leibowitz, Neil; Rotrosen, John; Gourevitch, Marc N; Lee, Joshua D
PMID: 27743800
ISSN: 1559-2030
CID: 2279732

Extended-release naltrexone opioid treatment at jail re-entry (XOR)

McDonald, Ryan D; Tofighi, Babak; Laska, Eugene; Goldfeld, Keith; Bonilla, Wanda; Flannery, Mara; Santana-Correa, Nadina; Johnson, Christopher W; Leibowitz, Neil; Rotrosen, John; Gourevitch, Marc N; Lee, Joshua D
BACKGROUND: Extended-release naltrexone (XR-NTX) is an injectable monthly sustained-release mu opioid receptor antagonist, which blocks the typical effects of heroin and other opioid agonists. Use of XR-NTX among opioid dependent persons leaving jails and prisons is increasing despite scant high-quality evidence regarding XR-NTX's effectiveness at re-entry. METHODS: This 24-week, open-label randomized controlled trial examines the effectiveness of XR-NTX as opioid relapse prevention at release from jail (N=85) compared to enhanced treatment as usual (ETAU, N=85). A third, non-randomized, quasi-experimental naturalistic arm of participants who have newly initiated a jail-to-community methadone treatment program (MTP, N=85) allows for comparisons to a methadone standard-of-care. RESULTS: We describe the rationale, design, and primary and secondary outcomes of the study. The primary outcome is an opioid relapse event; the primary contrast is a time-to-relapse comparison of XR-NTX and ETAU over a 24-week treatment phase. Secondary outcomes are rates of: (a) post-release opioid treatment participation, (b) opioid, alcohol, and cocaine use, (c) injection drug use and HIV sexual risk behaviors, (d) overdose (fatal and non-fatal) and all-cause mortality, and, (e) re-incarceration. CONCLUSIONS: XR-NTX is a potentially important, effective treatment and relapse prevention option for a large US population of persons with opioid use disorders leaving jails. This study will estimate XR-NTX's effectiveness relative to existing standards of care, including counseling-only treatment-as-usual and methadone maintenance.
PMCID:5455014
PMID: 27178765
ISSN: 1559-2030
CID: 2107872

The SOMATICS collaborative: Introduction to a National Institute on Drug Abuse cooperative study of pharmacotherapy for opioid treatment in criminal justice settings

Chandler, Redonna K; Finger, Matthew S; Farabee, David; Schwartz, Robert P; Condon, Timothy; Dunlap, Laura J; Zarkin, Gary A; McCollister, Kathryn; McDonald, Ryan D; Laska, Eugene; Bennett, David; Kelly, Sharon M; Hillhouse, Maureen; Mitchell, Shannon G; O'Grady, Kevin E; Lee, Joshua D
BACKGROUND: Among the nearly 750,000 inmates in U.S. jails, 12% report using opioids regularly, 8% report use in the month prior to their offense, and 4% report use at the time of their offense. Although ample evidence exists that medications effectively treat Opiate Use Disorder (OUD) in the community, strong evidence is lacking in jail settings. The general lack of medications for OUD in jail settings may place persons suffering from OUD at high risk for relapse to drug use and overdose following release from jail. METHODS: The three study sites in this collaborative are pooling data for secondary analyses from three open-label randomized effectiveness trials comparing: (1) the initiation of extended-release naltrexone [XR-NTX] in Sites 1 and 2 and interim methadone in Site 3 with enhanced treatment-as usual (ETAU); (2) the additional benefit of patient navigation plus medications at Sites 2 and 3 vs. medication alone vs. ETAU. Participants are adults with OUD incarcerated in jail and transitioning to the community. RESULTS: We describe the rationale, specific aims, and designs of three separate studies harmonized to enhance their scientific yield to investigate how to best prevent jail inmates from relapsing to opioid use and associated problems as they transition back to the community. CONCLUSIONS: Conducting drug abuse research during incarceration is challenging and study designs with data harmonization across different sites can increase the potential value of research to develop effective treatments for individuals in jail with OUD.
PMCID:5454801
PMID: 27180088
ISSN: 1559-2030
CID: 2112052

Sensitivity and specificity of an eye movement tracking-based biomarker for concussion

Samadani, Uzma; Li, Meng; Qian, Meng; Laska, Eugene; Ritlop, Robert; Kolecki, Radek; Reyes, Marleen; Altomare, Lindsey; Sone, Je Yeong; Adem, Aylin; Huang, Paul; Kondziolka, Douglas; Wall, Stephen; Frangos, Spiros; Marmar, Charles
Object/UNASSIGNED:The purpose of the current study is to determine the sensitivity and specificity of an eye tracking method as a classifier for identifying concussion. Methods/UNASSIGNED:Brain injured and control subjects prospectively underwent both eye tracking and Sport Concussion Assessment Tool 3. The results of eye tracking biomarker based classifier models were then validated against a dataset of individuals not used in building a model. The area under the curve (AUC) of receiver operating characteristics was examined. Results/UNASSIGNED:An optimal classifier based on best subset had an AUC of 0.878, and a cross-validated AUC of 0.852 in CT- subjects and an AUC of 0.831 in a validation dataset. The optimal misclassification rate in an external dataset (n = 254) was 13%. Conclusion/UNASSIGNED:If one defines concussion based on history, examination, radiographic and Sport Concussion Assessment Tool 3 criteria, it is possible to generate an eye tracking based biomarker that enables detection of concussion with reasonably high sensitivity and specificity.
PMCID:6114025
PMID: 30202548
ISSN: 2056-3299
CID: 3277682